Quantifying Data Similarity Using Cross Learning

Shudong Sun, Hao Helen Zhang, Joseph C Watkins

Measuring dataset similarity is fundamental in machine learning, particularly for transfer learning and domain adaptation. In the context of supervised learning, most existing appr…